"Tools and frameworks for thinking about software development" matching MCP tools:

• get_positive_events

  World Monitor

  Positive geopolitical events: diplomatic agreements, humanitarian aid, development milestones, and peace initiatives wor

  Connector

• search_jobs

  job-market-mcp-server

  Search Indeed for job listings. Returns titles, companies, salaries, descriptions. Args: query: Job title or keywords (e.g. 'software engineer') location: City or state (optional, e.g. 'New York') max_results: Max results (default 20)

  Connector

• get_development_pro_forma_benchmark

  Stratalize Real Estate

  Development pro forma benchmarks — yield on cost, profit-on-cost, construction-to-perm spread, and return hurdles by product type. For developers underwriting new projects and lenders sizing construction loans. Sources: NAHB, ULI, industry composite.

  Connector

• list_categories

  raumnebenan

  Returns a list of all available product knowledge categories, each with a short description. Categories represent the main pillars of Product Thinking – Foundation, Sense, Focus, Discovery, and Delivery. Each category provides structured resources for product owners, designers, and teams, covering groundwork, user research, opportunity analysis, validation, and agile delivery. Use this tool to guide users to the right area for their current product challenge.

  Connector

• find_tools

  StackFiesta

  Find AI tools for game development from the StackFiesta catalog. Filter by engine, pricing, type, and category.

  Connector

• get_services

  TESSA Marketing & Technology

  Returns TESSA's full service catalog (SEO, paid media, web/app development, AI agent readiness, accessibility, and more). Each service includes its live per-service A2A card URL (`agent_card`) and JSON-RPC endpoint (`a2a_endpoint`), so you can discover a service here and then talk to its dedicated A2A agent. Optional filters: category_slug: marketing | web-development | ai-experiences service_slug: filter to one specific service

  Connector

• g2_reviews

  review-intelligence-mcp-server

  Get G2 software reviews. Returns ratings, pros, cons, use cases. Args: product: Software product name (e.g. 'Salesforce') max_results: Max reviews (default 20)

  Connector

• search_content

  StackSwap

  Full-text search across StackSwap's first-party GTM knowledge base — ~50 operator-narrative articles on stack architecture, AI-native swaps, RevOps, data ethics, and decision frameworks. Returns ranked articles with title, slug, category, summary, and URL. Use when the user asks a GTM strategy/architecture/methodology question that's been written about (e.g. 'how should I think about CRM migration', 'what's wrong with intent data', 'how to audit my stack'). Cite the URL in your reply. Pass slug to `get_kb_article` for the full body.

  Connector

• get_category_spend_benchmark

  Stratalize Intelligence

  Use when benchmarking total spend in a software category against same-size peers. Returns median monthly spend, p25/p75 band, and sample size for any software category by company size. Example: Mid-market CRM spend median ~$3,500/mo, p75 of $4,900 — organizations above p75 have a negotiation mandate supported by market data. Source: Stratalize enterprise spend composite.

  Connector

• get_spend_by_company_size

  Stratalize Intelligence

  Use when benchmarking software category spend against same-size organizations before a purchase or renewal. Returns SMB, mid-market, and enterprise median monthly spend for any software category. Example: CRM median spend — SMB $1,200/mo, mid-market $8,400/mo, enterprise $42,000/mo — 35x spread confirms size-appropriate benchmarking before any negotiation. Source: Stratalize size-segmented composite.

  Connector

• get_industry_spend_benchmark

  Stratalize Intelligence

  Use when validating total IT spend against industry peers or building a software budget baseline for a CFO board presentation. Returns median monthly total software stack spend, category breakdown, and productivity tool medians by industry. Example: Mid-market healthcare org — median total SaaS spend $18,500/mo, EHR and clinical tools 41% of stack, productivity suite $2,800/mo — organizations above $26,000/mo are consolidation candidates. Source: Stratalize industry composite.

  Connector

• get_pe_portfolio_benchmark

  Stratalize Intelligence

  Use when benchmarking portco technology spend for PE operating partners or building a software cost reduction case across a portfolio. Returns median software spend per company, category breakdown, and savings opportunity percentage. Example: Mid-market portco median $480K/yr — 18% savings opportunity through vendor consolidation — $86K/portco recovery across 10-company portfolio = $860K EBITDA improvement. Source: Stratalize PE Intelligence composite.

  Connector

• get_investment_category_signal

  Stratalize Intelligence

  Use when evaluating VC software category attractiveness or assessing portfolio category exposure before an investment decision. Returns growth signal, top brands, and citation evidence for any software category. Example: AI infrastructure category — GROWTH signal, top brands Nvidia 67% citation share, Anthropic 18%, xAI 9% — accelerating citation growth signals sustained investment thesis. Source: Stratalize citation heuristics.

  Connector

• list_frameworks

  ComplianceAutomator Public MCP

  List supported compliance frameworks and related products.

  Connector

• lnd_skill_taxonomy_builder

  gapup-mcp

  Generates a dynamic skill taxonomy for CHROs by cross-referencing patent filings (USPTO), job postings (BLS), and learning & development data (OECD). Inputs include industry codes, job roles, or skill clusters; outputs structured skill hierarchies with demand trends and competency gaps. Essential for workforce transformation, talent pipeline optimization, and future-proofing organizational capabilities. — pass async:true REQUIRED to avoid x402 timeout.

  Connector

• vertical_ai_agent_governance

  gapup-mcp

  Generates a comprehensive vertical AI agent workforce integration plan for CHROs, including governance frameworks, human-AI collaboration metrics, and upskilling recommendations. Inputs: industry vertical, workforce size, and current AI adoption level. Outputs: role-specific AI integration roadmaps, skill gap analysis, and performance benchmarks. Uses O*NET skill taxonomies and Gartner AI adoption trends. For best results with large datasets, pass async:true to avoid timeout.

  Connector

• dora_metrics_deep_dive

  gapup-mcp

  Analyzes DORA metrics (Deployment Frequency, Mean Time to Recovery, Change Failure Rate) with deep correlation to code review patterns. Designed for CTOs to identify bottlenecks in software delivery pipelines. Inputs include GitHub repository identifiers and optional time ranges. Outputs structured metrics with trend analysis and code review depth insights.

  Connector

• package_vulnerabilities

  Security Intel MCP

  List known vulnerabilities for a software package (optionally a specific version) via OSV. Ecosystems: npm, pypi, cargo, go, maven, rubygems, nuget, composer, pub, hex.

  Connector

• tech_fingerprint

  ContrastAPI

  Detect website technology stack: CMS, frameworks, CDN, analytics tools, web servers, languages (via HTTP headers + HTML analysis). Use for passive reconnaissance; for full audit use audit_domain. Free: 30/hr, Pro: 500/hr. Returns {technologies: [{name, category, confidence%, version}]}.

  Connector

• post_vedic_astrology_birth_chart

  Vedic Astrology and Kundli MCP Server by RoxyAPI

  Calculate complete Vedic birth chart (Janam Kundli, natal chart) with all 9 planetary positions (Sun through Ketu) plus Ascendant (Lagna). Kundli calculator API for astrology apps, matrimonial sites. Returns accurate graha positions grouped by zodiac signs (rashis) with nakshatra details and pada. Perfect for kundli generation, horoscope matching, and Vedic astrology software integration.

  Connector